星火 SparkCN

Human Signal

创始人 / Maker 评论

优先展示 Product Hunt 上对理解条目有帮助的人类文本。

Topics

SalesCRM

hey 👋 I'm One with my co-founder Rafi here, co-founders of Octolane. Octolane started from watching my single mom working 7 days a week to care of her four sons. She didn't have a CRM. She remembered every customer, every promise, every follow-up. Her brain was the CRM. She never forgot to call someone back. Most founders today operate the opposite way. 17 tabs open, 200 unread emails, 12 deals you're "going to follow up on tomorrow." the CRM is supposed to help. it doesn't. it asks for more work. So we built octolane. the closest thing to "no CRM" we could imagine. What's new in this launch is the chat-first interface. you don't click through 40 fields. you just talk to it. "follow up with David, mention the pricing question from last week" "which deals haven't moved in 10 days?" "draft a recap from the call this morning" It does the thing. Underneath the chat, it's self-driving. reads your gmail and calendar, auto-detects deals, updates fields, drafts follow-ups. you don't tell it about a new lead. it already knows. Also new this launch: → Meeting recorder that writes recaps straight into the deal → Signal. see which companies are on your site, not just the ones who filled out a form → MCP server with ~60 tools. plug octolane into claude, cursor, whatever you're already using → Kanban pipeline you can actually drag without breaking things Built for founders doing founder-led sales. the kind running 5-15 deals at once who can't afford to forget a follow-up. Would love to hear what you think. especially if you've tried 3+ CRMs and given up. that's our crowd. - One (and Rafi, Vitor, Raonak, Tariqul, Shahriar, Yash, Tiff)

评论作者信息不可用Maker 身份9 votes查看原评论

痛点分析发布于 2026/05/27

痛点为 AI 基于上游原始证据的初步提炼；未包含额外中国市场检索。

痛点

创始人和销售人员在日常工作中需要同时管理多个交易、跟进客户、记录沟通信息，但传统CRM要求手动输入大量字段，导致数据录入成为负担。用户反馈显示“reps hate data entry, so the CRM becomes useless within 60 days”，说明手动更新CRM不仅耗时，还容易因懒惰或遗忘导致数据腐烂，进而使CRM失去价值。同时，用户需要从Gmail、日历等分散来源手动提取交易信息，容易遗漏或混淆，造成跟进不及时、决策延迟。这种重复劳动和心理负担使得销售流程效率低下，甚至丢失商机。

Discussion

精选 Product Hunt 讨论

保留原始讨论语境，用来交叉验证上游条目的真实反馈。

We ran all of Tuple's IT services pipeline through HubSpot and Instantly, and the failure mode was always the same: reps hate data entry, so the CRM becomes useless within 60 days. A CRM that talks and self-logs fixes the right problem. The thing I'd push on early is multi-stakeholder deal handling — SMB sales almost always involves 2-3 decision points across different contacts. Most AI CRMs flatten that to a single thread and miss the nuance. If Octolane holds context across a buying committee, that's the real unlock for this market.

评论作者信息不可用筛选：高信号评论0 votes查看原评论

Chat-first CRM is the right call. Most reps don't update fields because it's annoying, and the data rot that follows kills pipeline visibility. We've been building in the AI customer success for SaaS sales tools space, and Octolane touches on something we think about a lot. Does the auto-detection handle when a deal spans multiple email threads with different contacts?

评论作者信息不可用筛选：高信号评论1 votes查看原评论

The "closest thing to no CRM" part honestly makes so much sense. Having it auto-detect deals from Gmail/calendar and actually handle follow-ups feels way more natural than updating CRMs manually all day. The chat-first workflow + self-driving layer is such a smart direction 👏

评论作者信息不可用筛选：高信号评论4 votes查看原评论

Chat-first input is a real unlock for sales teams that spend more time logging than selling. The Gmail auto-detection layer is the part that actually replaces behavior, not just aids it. How does Octolane handle ambiguous contacts, like the same name appearing across two different deals?

评论作者信息不可用筛选：高信号评论3 votes查看原评论

源数据· Raw Archive

source: Product Hunt
upstream_source: producthunt_api
upstream_item_id: 1156046
daily_ranking_item_id: 72c2ff0e-b81b-4f05-b83b-b41fd130bed0
rank_date: 2026-05-27
rank: 6
name: Octolane
tagline: Self-driving AI CRM that you can talk to
description: Octolane is chat-first Self-driving AI CRM: say "follow up with David" or "show me stuck deals" and it does the thing. self-driving underneath. reads your gmail and calendar, auto-detects deals, drafts follow-ups, updates fields. What's new: slash-command chat, meeting recorder, visitor signal, kanban pipeline, MCP server with ~60 tools.
maker_comment: hey 👋 I'm One with my co-founder Rafi here, co-founders of Octolane. Octolane started from watching my single mom working 7 days a week to care of her four sons. She didn't have a CRM. She remembered every customer, every promise, every follow-up. Her brain was the CRM. She never forgot to call someone back. Most founders today operate the opposite way. 17 tabs open, 200 unread emails, 12 deals you're "going to follow up on tomorrow." the CRM is supposed to help. it doesn't. it asks for more work. So we built octolane. the closest thing to "no CRM" we could imagine. What's new in this launch is the chat-first interface. you don't click through 40 fields. you just talk to it. "follow up with David, mention the pricing question from last week" "which deals haven't moved in 10 days?" "draft a recap from the call this morning" It does the thing. Underneath the chat, it's self-driving. reads your gmail and calendar, auto-detects deals, updates fields, drafts follow-ups. you don't tell it about a new lead. it already knows. Also new this launch: → Meeting recorder that writes recaps straight into the deal → Signal. see which companies are on your site, not just the ones who filled out a form → MCP server with ~60 tools. plug octolane into claude, cursor, whatever you're already using → Kanban pipeline you can actually drag without breaking things Built for founders doing founder-led sales. the kind running 5-15 deals at once who can't afford to forget a follow-up. Would love to hear what you think. especially if you've tried 3+ CRMs and given up. that's our crowd. - One (and Rafi, Vitor, Raonak, Tariqul, Shahriar, Yash, Tiff)
votes_count: 146
comments_count: 21
reviews_count: 0
featured_at: 2026-05-27T07:01:00.000Z
created_at_on_source: 2026-05-27T07:01:00.000Z
source_url: https://www.producthunt.com/products/octolane?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29
website_url: https://www.producthunt.com/r/Y2LOMA5GPSSECJ?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29
thumbnail_url: https://ph-files.imgix.net/d6874104-c741-4d34-af3c-940170219ee8.png?auto=format
og_image_url: https://ph-files.imgix.net/854ecaab-a3bd-4938-a5e1-b26a29d43b39.jpeg?auto=format

makers

item-1item-2

topics

SalesCRM

media / source-specific data

[
  {
    "url": "https://ph-files.imgix.net/854ecaab-a3bd-4938-a5e1-b26a29d43b39.jpeg?auto=format",
    "type": "image",
    "videoUrl": null
  },
  {
    "url": "https://ph-files.imgix.net/92ab5d77-ab4e-442a-a3c3-b3126cc19c9e.jpeg?auto=format",
    "type": "image",
    "videoUrl": null
  },
  {
    "url": "https://ph-files.imgix.net/1f04500d-c0df-416d-ab01-23df66b2676e.jpeg?auto=format",
    "type": "image",
    "videoUrl": null
  },
  {
    "url": "https://ph-files.imgix.net/c82309d1-007b-401b-8642-ae1310e23fb1.jpeg?auto=format",
    "type": "image",
    "videoUrl": null
  },
  {
    "url": "https://ph-files.imgix.net/76f08fa9-c16a-4855-937f-d82b16faca5c.jpeg?auto=format",
    "type": "image",
    "videoUrl": null
  },
  {
    "url": "https://ph-files.imgix.net/66f085b7-5248-4a8b-b7e9-5a798df3ef07.jpeg?auto=format",
    "type": "image",
    "videoUrl": null
  },
  {
    "url": "https://ph-files.imgix.net/39add48d-5f96-4377-8ed0-8db62decf9af.jpeg?auto=format",
    "type": "video",
    "videoUrl": "https://www.youtube.com/watch?v=DRT6t5_Tiu8"
  }
]

raw_payload

{
  "post_id": "1156046",
  "fetched_at": "2026-05-27T22:00:02.222Z",
  "has_post_detail": true,
  "snapshot_version": "producthunt_v1",
  "has_maker_comment": true,
  "maker_comment_source": "maker_match",
  "comments_fetch_status": "ok",
  "selected_comment_count": 5
}

source_raw_snapshot

{
  "id": "38c66fdb-4789-4984-950a-0c1eaa44ee41",
  "daily_ranking_item_id": "72c2ff0e-b81b-4f05-b83b-b41fd130bed0",
  "source": "producthunt_api",
  "product_hunt_id": "1156046",
  "fetched_at": "2026-05-27T22:00:02.222Z",
  "post_raw": {
    "id": "1156046",
    "url": "https://www.producthunt.com/products/octolane?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
    "name": "Octolane",
    "media": [
      {
        "url": "https://ph-files.imgix.net/854ecaab-a3bd-4938-a5e1-b26a29d43b39.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/92ab5d77-ab4e-442a-a3c3-b3126cc19c9e.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/1f04500d-c0df-416d-ab01-23df66b2676e.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/c82309d1-007b-401b-8642-ae1310e23fb1.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/76f08fa9-c16a-4855-937f-d82b16faca5c.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/66f085b7-5248-4a8b-b7e9-5a798df3ef07.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/39add48d-5f96-4377-8ed0-8db62decf9af.jpeg?auto=format",
        "type": "video",
        "videoUrl": "https://www.youtube.com/watch?v=DRT6t5_Tiu8"
      }
    ],
    "tagline": "Self-driving AI CRM that you can talk to",
    "thumbnail": {
      "url": "https://ph-files.imgix.net/d6874104-c741-4d34-af3c-940170219ee8.png?auto=format"
    },
    "votesCount": 146,
    "description": "Octolane is chat-first Self-driving AI CRM: say \"follow up with David\" or \"show me stuck deals\" and it does the thing. self-driving underneath. reads your gmail and calendar, auto-detects deals, drafts follow-ups, updates fields. What's new: slash-command chat, meeting recorder, visitor signal, kanban pipeline, MCP server with ~60 tools."
  },
  "post_detail_raw": {
    "id": "1156046",
    "slug": "octolane",
    "user": {
      "id": "9015081",
      "url": "https://www.producthunt.com/@one_chowdhury1?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "name": "One Chowdhury",
      "headline": "co-founder of Octolane",
      "username": "one_chowdhury1",
      "websiteUrl": null,
      "profileImage": "https://ph-avatars.imgix.net/9015081/original.png?auto=format&crop=faces&fit=crop&h=original&w=original",
      "twitterUsername": "coffeewithone"
    },
    "media": [
      {
        "url": "https://ph-files.imgix.net/854ecaab-a3bd-4938-a5e1-b26a29d43b39.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/92ab5d77-ab4e-442a-a3c3-b3126cc19c9e.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/1f04500d-c0df-416d-ab01-23df66b2676e.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/c82309d1-007b-401b-8642-ae1310e23fb1.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/76f08fa9-c16a-4855-937f-d82b16faca5c.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/66f085b7-5248-4a8b-b7e9-5a798df3ef07.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/39add48d-5f96-4377-8ed0-8db62decf9af.jpeg?auto=format",
        "type": "video",
        "videoUrl": "https://www.youtube.com/watch?v=DRT6t5_Tiu8"
      }
    ],
    "makers": [
      {
        "id": "0",
        "url": "[REDACTED]",
        "name": "[REDACTED]",
        "headline": null,
        "username": "[REDACTED]",
        "websiteUrl": null,
        "profileImage": null,
        "twitterUsername": null
      },
      {
        "id": "0",
        "url": "[REDACTED]",
        "name": "[REDACTED]",
        "headline": null,
        "username": "[REDACTED]",
        "websiteUrl": null,
        "profileImage": null,
        "twitterUsername": null
      }
    ],
    "topics": {
      "edges": [
        {
          "node": {
            "id": "71",
            "name": "Sales",
            "slug": "sales"
          }
        },
        {
          "node": {
            "id": "769",
            "name": "CRM",
            "slug": "crm"
          }
        }
      ]
    },
    "website": "https://www.producthunt.com/r/Y2LOMA5GPSSECJ?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
    "createdAt": "2026-05-27T07:01:00Z",
    "dailyRank": 6,
    "thumbnail": {
      "url": "https://ph-files.imgix.net/d6874104-c741-4d34-af3c-940170219ee8.png?auto=format",
      "type": "image",
      "videoUrl": null
    },
    "featuredAt": "2026-05-27T07:01:00Z",
    "weeklyRank": 20,
    "yearlyRank": null,
    "monthlyRank": 750,
    "scheduledAt": "2026-05-27T07:01:00Z",
    "productLinks": [
      {
        "url": "https://www.producthunt.com/r/YRDIZ7KOQBODTE?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
        "type": "Twitter"
      },
      {
        "url": "https://www.producthunt.com/r/Y2LOMA5GPSSECJ?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
        "type": "Website"
      },
      {
        "url": "https://www.producthunt.com/r/DPCW5VICKR7J2N?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
        "type": "Twitter"
      }
    ],
    "reviewsCount": 0,
    "commentsCount": 21,
    "reviewsRating": 0
  },
  "maker_comment_raw": {
    "id": "5401600",
    "url": "https://www.producthunt.com/products/octolane?comment=5401600&utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
    "body": "hey 👋 I'm One with my co-founder Rafi here, co-founders of Octolane.\n\nOctolane started from watching my single mom working 7 days a week to care of her four sons. She didn't have a CRM. She remembered every customer, every promise, every follow-up. Her brain was the CRM. She never forgot to call someone back.\n\nMost founders today operate the opposite way. 17 tabs open, 200 unread emails, 12 deals you're \"going to follow up on tomorrow.\" the CRM is supposed to help. it doesn't. it asks for more work.\n\nSo we built octolane. the closest thing to \"no CRM\" we could imagine.\n\nWhat's new in this launch is the chat-first interface. you don't click through 40 fields. you just talk to it.\n\n\"follow up with David, mention the pricing question from last week\"\n\"which deals haven't moved in 10 days?\"\n\"draft a recap from the call this morning\"\n\nIt does the thing.\n\nUnderneath the chat, it's self-driving. reads your gmail and calendar, auto-detects deals, updates fields, drafts follow-ups. you don't tell it about a new lead. it already knows.\n\nAlso new this launch:\n→ Meeting recorder that writes recaps straight into the deal\n→ Signal. see which companies are on your site, not just the ones who filled out a form\n→ MCP server with ~60 tools. plug octolane into claude, cursor, whatever you're already using\n→ Kanban pipeline you can actually drag without breaking things\n\nBuilt for founders doing founder-led sales. the kind running 5-15 deals at once who can't afford to forget a follow-up.\n\nWould love to hear what you think. especially if you've tried 3+ CRMs and given up. that's our crowd.\n\n- One (and Rafi, Vitor, Raonak, Tariqul, Shahriar, Yash, Tiff)",
    "user": {
      "id": "9015081",
      "url": "[REDACTED]",
      "name": "[REDACTED]",
      "headline": null,
      "username": "[REDACTED]",
      "profile_url": "[REDACTED]",
      "website_url": null,
      "profile_image": null,
      "twitter_username": null
    },
    "user_id": "9015081",
    "is_maker": true,
    "parent_id": null,
    "created_at": "2026-05-26T07:00:40Z",
    "replies_raw": [],
    "votes_count": 9
  },
  "selected_comments_raw": [
    {
      "id": "5401600",
      "url": "https://www.producthunt.com/products/octolane?comment=5401600&utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "body": "hey 👋 I'm One with my co-founder Rafi here, co-founders of Octolane.\n\nOctolane started from watching my single mom working 7 days a week to care of her four sons. She didn't have a CRM. She remembered every customer, every promise, every follow-up. Her brain was the CRM. She never forgot to call someone back.\n\nMost founders today operate the opposite way. 17 tabs open, 200 unread emails, 12 deals you're \"going to follow up on tomorrow.\" the CRM is supposed to help. it doesn't. it asks for more work.\n\nSo we built octolane. the closest thing to \"no CRM\" we could imagine.\n\nWhat's new in this launch is the chat-first interface. you don't click through 40 fields. you just talk to it.\n\n\"follow up with David, mention the pricing question from last week\"\n\"which deals haven't moved in 10 days?\"\n\"draft a recap from the call this morning\"\n\nIt does the thing.\n\nUnderneath the chat, it's self-driving. reads your gmail and calendar, auto-detects deals, updates fields, drafts follow-ups. you don't tell it about a new lead. it already knows.\n\nAlso new this launch:\n→ Meeting recorder that writes recaps straight into the deal\n→ Signal. see which companies are on your site, not just the ones who filled out a form\n→ MCP server with ~60 tools. plug octolane into claude, cursor, whatever you're already using\n→ Kanban pipeline you can actually drag without breaking things\n\nBuilt for founders doing founder-led sales. the kind running 5-15 deals at once who can't afford to forget a follow-up.\n\nWould love to hear what you think. especially if you've tried 3+ CRMs and given up. that's our crowd.\n\n- One (and Rafi, Vitor, Raonak, Tariqul, Shahriar, Yash, Tiff)",
      "user": {
        "id": "9015081",
        "url": "[REDACTED]",
        "name": "[REDACTED]",
        "headline": null,
        "username": "[REDACTED]",
        "profile_url": "[REDACTED]",
        "website_url": null,
        "profile_image": null,
        "twitter_username": null
      },
      "user_id": "9015081",
      "is_maker": true,
      "parent_id": null,
      "created_at": "2026-05-26T07:00:40Z",
      "replies_raw": [],
      "votes_count": 9,
      "selection_score": 400,
      "selection_reason": "maker_comment"
    },
    {
      "id": "5405496",
      "url": "https://www.producthunt.com/products/octolane?comment=5405496&utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "body": "<p>We ran all of Tuple's IT services pipeline through HubSpot and Instantly, and the failure mode was always the same: reps hate data entry, so the CRM becomes useless within 60 days. A CRM that talks and self-logs fixes the right problem. The thing I'd push on early is multi-stakeholder deal handling — SMB sales almost always involves 2-3 decision points across different contacts. Most AI CRMs flatten that to a single thread and miss the nuance. If Octolane holds context across a buying committee, that's the real unlock for this market.</p>",
      "user": {
        "id": "9674886",
        "url": "[REDACTED]",
        "name": "[REDACTED]",
        "headline": null,
        "username": "[REDACTED]",
        "profile_url": "[REDACTED]",
        "website_url": null,
        "profile_image": null,
        "twitter_username": null
      },
      "user_id": "9674886",
      "is_maker": false,
      "parent_id": null,
      "created_at": "2026-05-27T11:59:12Z",
      "replies_raw": [],
      "votes_count": 0,
      "selection_score": 400,
      "selection_reason": "body_signal_score"
    },
    {
      "id": "5405523",
      "url": "https://www.producthunt.com/products/octolane?comment=5405523&utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "body": "<p>Chat-first CRM is the right call. Most reps don't update fields because it's annoying, and the data rot that follows kills pipeline visibility. We've been building in the AI customer success for SaaS sales tools space, and Octolane touches on something we think about a lot. Does the auto-detection handle when a deal spans multiple email threads with different contacts?</p>",
      "user": {
        "id": "9794574",
        "url": "[REDACTED]",
        "name": "[REDACTED]",
        "headline": null,
        "username": "[REDACTED]",
        "profile_url": "[REDACTED]",
        "website_url": null,
        "profile_image": null,
        "twitter_username": null
      },
      "user_id": "9794574",
      "is_maker": false,
      "parent_id": null,
      "created_at": "2026-05-27T12:06:04Z",
      "replies_raw": [],
      "votes_count": 1,
      "selection_score": 378,
      "selection_reason": "body_signal_score"
    },
    {
      "id": "5405505",
      "url": "https://www.producthunt.com/products/octolane?comment=5405505&utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "body": "<p>The \"closest thing to no CRM\" part honestly makes so much sense. Having it auto-detect deals from Gmail/calendar and actually handle follow-ups feels way more natural than updating CRMs manually all day.<br><br>The chat-first workflow + self-driving layer is such a smart direction 👏<br></p>",
      "user": {
        "id": "7995481",
        "url": "[REDACTED]",
        "name": "[REDACTED]",
        "headline": null,
        "username": "[REDACTED]",
        "profile_url": "[REDACTED]",
        "website_url": null,
        "profile_image": null,
        "twitter_username": null
      },
      "user_id": "7995481",
      "is_maker": false,
      "parent_id": null,
      "created_at": "2026-05-27T12:01:43Z",
      "replies_raw": [],
      "votes_count": 4,
      "selection_score": 295,
      "selection_reason": "body_signal_score"
    },
    {
      "id": "5405503",
      "url": "https://www.producthunt.com/products/octolane?comment=5405503&utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "body": "<p>Chat-first input is a real unlock for sales teams that spend more time logging than selling. The Gmail auto-detection layer is the part that actually replaces behavior, not just aids it. How does Octolane handle ambiguous contacts, like the same name appearing across two different deals?</p>",
      "user": {
        "id": "9297584",
        "url": "[REDACTED]",
        "name": "[REDACTED]",
        "headline": null,
        "username": "[REDACTED]",
        "profile_url": "[REDACTED]",
        "website_url": null,
        "profile_image": null,
        "twitter_username": null
      },
      "user_id": "9297584",
      "is_maker": false,
      "parent_id": null,
      "created_at": "2026-05-27T12:01:08Z",
      "replies_raw": [],
      "votes_count": 3,
      "selection_score": 295,
      "selection_reason": "body_signal_score"
    }
  ],
  "topics_raw": [
    {
      "id": "71",
      "name": "Sales",
      "slug": "sales"
    },
    {
      "id": "769",
      "name": "CRM",
      "slug": "crm"
    }
  ],
  "makers_raw": [
    {
      "id": "0",
      "url": "[REDACTED]",
      "name": "[REDACTED]",
      "headline": null,
      "username": "[REDACTED]",
      "profileUrl": "[REDACTED]",
      "websiteUrl": null,
      "profileImage": null,
      "twitterUsername": null
    },
    {
      "id": "0",
      "url": "[REDACTED]",
      "name": "[REDACTED]",
      "headline": null,
      "username": "[REDACTED]",
      "profileUrl": "[REDACTED]",
      "websiteUrl": null,
      "profileImage": null,
      "twitterUsername": null
    }
  ],
  "launch_metadata_raw": {
    "slug": "octolane",
    "daily_rank": 6,
    "featured_at": "2026-05-27T07:01:00Z",
    "website_url": "https://www.producthunt.com/r/Y2LOMA5GPSSECJ?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
    "weekly_rank": 20,
    "yearly_rank": null,
    "monthly_rank": 750,
    "scheduled_at": "2026-05-27T07:01:00Z",
    "reviews_rating": 0,
    "created_at_on_product_hunt": "2026-05-27T07:01:00Z"
  },
  "stats_raw": {
    "votes_count": 146,
    "reviews_count": 0,
    "comments_count": 21,
    "reviews_rating": 0
  },
  "aux_raw": {
    "media_extended": [
      {
        "url": "https://ph-files.imgix.net/854ecaab-a3bd-4938-a5e1-b26a29d43b39.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/92ab5d77-ab4e-442a-a3c3-b3126cc19c9e.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/1f04500d-c0df-416d-ab01-23df66b2676e.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/c82309d1-007b-401b-8642-ae1310e23fb1.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/76f08fa9-c16a-4855-937f-d82b16faca5c.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/66f085b7-5248-4a8b-b7e9-5a798df3ef07.jpeg?auto=format",
        "type": "image",
        "videoUrl": null
      },
      {
        "url": "https://ph-files.imgix.net/39add48d-5f96-4377-8ed0-8db62decf9af.jpeg?auto=format",
        "type": "video",
        "videoUrl": "https://www.youtube.com/watch?v=DRT6t5_Tiu8"
      }
    ],
    "submitter_user": {
      "id": "9015081",
      "url": "https://www.producthunt.com/@one_chowdhury1?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "name": "One Chowdhury",
      "headline": "co-founder of Octolane",
      "username": "one_chowdhury1",
      "profileUrl": "https://www.producthunt.com/@one_chowdhury1?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "websiteUrl": null,
      "profileImage": "https://ph-avatars.imgix.net/9015081/original.png?auto=format&crop=faces&fit=crop&h=original&w=original",
      "twitterUsername": "coffeewithone"
    },
    "presentation_only": {
      "thumbnail_url": "https://ph-files.imgix.net/d6874104-c741-4d34-af3c-940170219ee8.png?auto=format",
      "product_hunt_url": "https://www.producthunt.com/products/octolane?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
      "product_hunt_slug": "octolane"
    },
    "unused_upstream_fields": {
      "post_aux": {},
      "comments_aux": {},
      "post_detail_aux": {
        "media_raw": [
          {
            "url": "https://ph-files.imgix.net/854ecaab-a3bd-4938-a5e1-b26a29d43b39.jpeg?auto=format",
            "type": "image",
            "videoUrl": null
          },
          {
            "url": "https://ph-files.imgix.net/92ab5d77-ab4e-442a-a3c3-b3126cc19c9e.jpeg?auto=format",
            "type": "image",
            "videoUrl": null
          },
          {
            "url": "https://ph-files.imgix.net/1f04500d-c0df-416d-ab01-23df66b2676e.jpeg?auto=format",
            "type": "image",
            "videoUrl": null
          },
          {
            "url": "https://ph-files.imgix.net/c82309d1-007b-401b-8642-ae1310e23fb1.jpeg?auto=format",
            "type": "image",
            "videoUrl": null
          },
          {
            "url": "https://ph-files.imgix.net/76f08fa9-c16a-4855-937f-d82b16faca5c.jpeg?auto=format",
            "type": "image",
            "videoUrl": null
          },
          {
            "url": "https://ph-files.imgix.net/66f085b7-5248-4a8b-b7e9-5a798df3ef07.jpeg?auto=format",
            "type": "image",
            "videoUrl": null
          },
          {
            "url": "https://ph-files.imgix.net/39add48d-5f96-4377-8ed0-8db62decf9af.jpeg?auto=format",
            "type": "video",
            "videoUrl": "https://www.youtube.com/watch?v=DRT6t5_Tiu8"
          }
        ],
        "thumbnail_raw": {
          "url": "https://ph-files.imgix.net/d6874104-c741-4d34-af3c-940170219ee8.png?auto=format",
          "type": "image",
          "videoUrl": null
        },
        "presentation_only": {
          "product_hunt_slug": "octolane"
        },
        "product_links_raw": [
          {
            "url": "https://www.producthunt.com/r/YRDIZ7KOQBODTE?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
            "type": "Twitter"
          },
          {
            "url": "https://www.producthunt.com/r/Y2LOMA5GPSSECJ?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
            "type": "Website"
          },
          {
            "url": "https://www.producthunt.com/r/DPCW5VICKR7J2N?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
            "type": "Twitter"
          }
        ],
        "submitter_user_raw": {
          "id": "9015081",
          "url": "https://www.producthunt.com/@one_chowdhury1?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+jingx+%28ID%3A+278031%29",
          "name": "One Chowdhury",
          "headline": "co-founder of Octolane",
          "username": "one_chowdhury1",
          "websiteUrl": null,
          "profileImage": "https://ph-avatars.imgix.net/9015081/original.png?auto=format&crop=faces&fit=crop&h=original&w=original",
          "twitterUsername": "coffeewithone"
        },
        "unused_upstream_fields": {}
      }
    }
  },
  "selection_meta": {
    "scoring_basis": "maker first, then non-maker body signal score with original order tie-break",
    "first_comment_id": "5401600",
    "comments_strategy": "maker_plus_top_discussion",
    "detail_fetch_status": "ok",
    "top_candidate_count": 12,
    "maker_comment_source": "maker_match",
    "comments_fetch_status": "ok",
    "dropped_comment_count": 7,
    "comments_fetched_limit": 25,
    "newest_candidate_count": 12,
    "selected_comment_count": 5,
    "candidate_comment_count": 12,
    "selected_comment_reasons": [
      {
        "id": "5401600",
        "score": 400,
        "reason": "maker_comment"
      },
      {
        "id": "5405496",
        "score": 400,
        "reason": "body_signal_score"
      },
      {
        "id": "5405523",
        "score": 378,
        "reason": "body_signal_score"
      },
      {
        "id": "5405505",
        "score": 295,
        "reason": "body_signal_score"
      },
      {
        "id": "5405503",
        "score": 295,
        "reason": "body_signal_score"
      }
    ]
  },
  "created_at": "2026-05-27T22:00:07.087Z",
  "updated_at": "2026-05-27T22:00:07.087Z"
}